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Acoustic regularities in infant-directed speech and song across cultures

View ORCID ProfileCourtney B. Hilton, Cody J. Moser, Mila Bertolo, Harry Lee-Rubin, Dorsa Amir, Constance M. Bainbridge, Jan Simson, Dean Knox, Luke Glowacki, Andrzej Galbarczyk, Grazyna Jasienska, Cody T. Ross, Mary Beth Neff, Alia Martin, Laura K. Cirelli, Sandra E. Trehub, Jinqi Song, Minju Kim, Adena Schachner, Tom A. Vardy, Quentin D. Atkinson, Jan Antfolk, Purnima Madhivanan, Anand Siddaiah, Caitlyn D. Placek, Gul Deniz Salali, Sarai Keestra, Manvir Singh, Scott A. Collins, John Q. Patton, Camila Scaff, Jonathan Stieglitz, Cristina Moya, Rohan R. Sagar, Brian M. Wood, Max M. Krasnow, View ORCID ProfileSamuel A. Mehr
doi: https://doi.org/10.1101/2020.04.09.032995
Courtney B. Hilton
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
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  • ORCID record for Courtney B. Hilton
  • For correspondence: courtneyhilton@g.harvard.edu cmoser2@ucmerced.edu sam@wjh.harvard.edu
Cody J. Moser
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
2Department of Cognitive and Information Sciences, University of California Merced, Merced, CA 95343, USA
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  • For correspondence: courtneyhilton@g.harvard.edu cmoser2@ucmerced.edu sam@wjh.harvard.edu
Mila Bertolo
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
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Harry Lee-Rubin
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
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Dorsa Amir
3Boston College Department of Psychology, Chestnut Hill, MA 02467, USA
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Constance M. Bainbridge
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
4Department of Communication, University of California Los Angeles, Los Angeles, CA 90095, USA
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Jan Simson
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
5Department of Psychology, University of Amsterdam, 1012 WX Amsterdam, The Netherlands
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Dean Knox
6Department of Politics, Princeton University, Princeton, NJ 08544, USA
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Luke Glowacki
7Department of Anthropology, Boston University, Boston, MA 02215, USA
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Andrzej Galbarczyk
8Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College, 31-066 Krakow, Poland
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Grazyna Jasienska
8Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College, 31-066 Krakow, Poland
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Cody T. Ross
9Department of Human Behavior, Ecology and Culture, Max Planck Institute for Evolutionary Anthropology, 04103 Leipzig, Germany
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Mary Beth Neff
10School of Psychology, Victoria University of Wellington, Wellington 6012, New Zealand
11Department of Philosophy, Classics, History of Art and Ideas, University of Oslo, Oslo 0315, Norway
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Alia Martin
10School of Psychology, Victoria University of Wellington, Wellington 6012, New Zealand
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Laura K. Cirelli
12Department of Psychology, University of Toronto Scarborough, Toronto, Ontario M1C 1A4, Canada
13Department of Psychology, University of Toronto Mississauga, Mississauga, Ontario L5L 1C6, Canada
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Sandra E. Trehub
13Department of Psychology, University of Toronto Mississauga, Mississauga, Ontario L5L 1C6, Canada
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Jinqi Song
14Department of Mathematics, University of California Los Angeles, Los Angeles, CA 90095, USA
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Minju Kim
15Department of Psychology, University of California, San Diego, La Jolla, CA 92093-0109, USA
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Adena Schachner
15Department of Psychology, University of California, San Diego, La Jolla, CA 92093-0109, USA
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Tom A. Vardy
16School of Psychology, University of Auckland, Auckland 1010, New Zealand
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Quentin D. Atkinson
16School of Psychology, University of Auckland, Auckland 1010, New Zealand
17Department of Linguistic and Cultural Evolution, Max Planck Institute for the Science of Human History, D-07745 Jena, Germany
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Jan Antfolk
18Department of Psychology, Åbo Akademi, 20500 Turku, Finland
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Purnima Madhivanan
19Department of Health Promotion Sciences, College of Public Health, University of Arizona, Tucson, AZ 85724, USA
20Department of Medicine, Division of Infectious Diseases, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
21Department of Family & Community Medicine, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
22Public Health Research Institute of India, Mysuru 570020, India
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Anand Siddaiah
22Public Health Research Institute of India, Mysuru 570020, India
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Caitlyn D. Placek
23Department of Anthropology, Ball State University, Muncie, IN 47306, USA
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Gul Deniz Salali
24Department of Anthropology, University College London, WC1H 0BW London, UK
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Sarai Keestra
24Department of Anthropology, University College London, WC1H 0BW London, UK
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Manvir Singh
25Department of Human Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
26Institute for Advanced Study in Toulouse, 31080 Toulouse Cedex 6, France
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Scott A. Collins
27School of Human Evolution and Social Change, Arizona State University, Tempe, AZ 85281, USA
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John Q. Patton
28Division of Anthropology, California State University, Fullerton, CA 92831, USA
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Camila Scaff
29Institute of Evolutionary Medicine, University of Zurich, 8006 Zürich, Switzerland
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Jonathan Stieglitz
26Institute for Advanced Study in Toulouse, 31080 Toulouse Cedex 6, France
30Université Toulouse 1 Capitole, 31080 Toulouse Cedex 6, France
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Cristina Moya
31Department of Anthropology, University of California, Davis, Davis, CA 95616, USA
32Centre for Culture & Evolution, Brunel University London, UB8 3PH Uxbridge, UK
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Rohan R. Sagar
33Future Generations University, Circle Ville, WV 26807, USA
34Harpy Eagle Music Foundation, Georgetown, Guyana
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Brian M. Wood
35Department of Anthropology, University of California, Los Angeles, Los Angeles, CA 90095, USA
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Max M. Krasnow
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
36Division of Continuing Education, Harvard University, Cambridge, MA 02138, USA
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Samuel A. Mehr
1Department of Psychology, Harvard University, Cambridge, MA 02138, USA
37Data Science Initiative, Harvard University, Cambridge, MA 02138, USA
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  • ORCID record for Samuel A. Mehr
  • For correspondence: courtneyhilton@g.harvard.edu cmoser2@ucmerced.edu sam@wjh.harvard.edu
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Abstract

The forms of many species’ vocal signals are shaped by their functions1–15. In humans, a salient context of vocal signaling is infant care, as human infants are altricial16,17. Humans often alter their vocalizations to produce “parentese”, speech and song produced for infants that differ acoustically from ordinary speech and song18–35 in fashions that have been proposed to support parent-infant communication and infant language learning36–39; modulate infant affect33,40–45; and/or coordinate communicative interactions with infants46–48. These theories predict a form-function link in infant-directed vocalizations, with consistent acoustic differences between infant-directed and adult-directed vocalizations across cultures. Some evidence supports this prediction23,27,28,32,49–52, but the limited generalizability of individual ethnographic reports and laboratory experiments53 and small stimulus sets54, along with intriguing reports of counterexamples55–62, leave the question open. Here, we show that people alter the acoustic forms of their vocalizations in a consistent fashion across cultures when speaking or singing to infants. We collected 1,615 recordings of infant- and adult-directed singing and speech produced by 410 people living in 21 urban, rural, and small-scale societies. First, we analyzed their acoustic forms. We found cross-culturally robust regularities in the acoustics of infant-directed vocalizations, such that infant-directed speech and song were reliably classified from acoustic features found across the 21 societies studied. The acoustic profiles of infant-directedness differed across language and music, but in a consistent fashion worldwide. Then, we studied whether listeners are sensitive to these acoustic features, playing the recordings to 49,241 people recruited online, from many countries, who guessed whether each vocalization was infant-directed. Their intuitions were largely accurate, predictable in part by acoustic features of the recordings, and robust to the effects of linguistic relatedness between vocalizer and listener. By uniting rich cross-cultural data with computational methods, we show links between the production of vocalizations and cross-species principles of bioacoustics, informing hypotheses of the psychological functions and evolution of human communication.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Manuscript updated after another round of peer review.

  • https://doi.org/10.5281/zenodo.5525161

  • https://github.com/themusiclab/infant-speech-song

  • https://themusiclab.org/quizzes/ids

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Acoustic regularities in infant-directed speech and song across cultures
Courtney B. Hilton, Cody J. Moser, Mila Bertolo, Harry Lee-Rubin, Dorsa Amir, Constance M. Bainbridge, Jan Simson, Dean Knox, Luke Glowacki, Andrzej Galbarczyk, Grazyna Jasienska, Cody T. Ross, Mary Beth Neff, Alia Martin, Laura K. Cirelli, Sandra E. Trehub, Jinqi Song, Minju Kim, Adena Schachner, Tom A. Vardy, Quentin D. Atkinson, Jan Antfolk, Purnima Madhivanan, Anand Siddaiah, Caitlyn D. Placek, Gul Deniz Salali, Sarai Keestra, Manvir Singh, Scott A. Collins, John Q. Patton, Camila Scaff, Jonathan Stieglitz, Cristina Moya, Rohan R. Sagar, Brian M. Wood, Max M. Krasnow, Samuel A. Mehr
bioRxiv 2020.04.09.032995; doi: https://doi.org/10.1101/2020.04.09.032995
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Acoustic regularities in infant-directed speech and song across cultures
Courtney B. Hilton, Cody J. Moser, Mila Bertolo, Harry Lee-Rubin, Dorsa Amir, Constance M. Bainbridge, Jan Simson, Dean Knox, Luke Glowacki, Andrzej Galbarczyk, Grazyna Jasienska, Cody T. Ross, Mary Beth Neff, Alia Martin, Laura K. Cirelli, Sandra E. Trehub, Jinqi Song, Minju Kim, Adena Schachner, Tom A. Vardy, Quentin D. Atkinson, Jan Antfolk, Purnima Madhivanan, Anand Siddaiah, Caitlyn D. Placek, Gul Deniz Salali, Sarai Keestra, Manvir Singh, Scott A. Collins, John Q. Patton, Camila Scaff, Jonathan Stieglitz, Cristina Moya, Rohan R. Sagar, Brian M. Wood, Max M. Krasnow, Samuel A. Mehr
bioRxiv 2020.04.09.032995; doi: https://doi.org/10.1101/2020.04.09.032995

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